公开(公告)号：US20240354839A1

公开(公告)日：2024-10-24

申请号：US18762422

申请日：2024-07-02

Applicant: GOOGLE LLC

Inventor： Shilpa Arora ,  Colin McCulloch ,  Niyati Yagnik ,  Creighton Thomas ,  Manohar Prabhu ,  Timothy Lipus ,  Michael Eugene Aiello ,  Yi Zhang ,  Ajay Kumar Bangla ,  Bahman Rabii ,  Gaofeng Zhao ,  Yingwei Cui

IPC: G06Q30/08 ,  G06F16/2457 ,  G06F16/951 ,  G06F16/958 ,  G06N20/00

CPC classification number: G06Q30/08 ,  G06F16/24578 ,  G06F16/951 ,  G06F16/958 ,  G06N20/00

Abstract: A method and system for adjusting ads auction using predicted user responses to an in-ad survey is provided. The method includes (1) providing a content item associated with an actionable object, which when selected, causes a computing device to present a plurality of interactive elements each corresponding to a different one of a plurality of reasons for restricting the content item; (2) receiving, from the computing device, data indicating a particular reason, of the plurality of reasons, for restricting the content item, and the particular reason corresponding to a particular interactive element, of the plurality of interactive elements, that was selected by the user; and (3) updating, using the received data, a content selection model for selecting content items, wherein the content selection model is associated with the user.

公开(公告)号：US20210029400A1

公开(公告)日：2021-01-28

申请号：US17071217

申请日：2020-10-15

Applicant: Google LLC

Inventor： Fong Shen ,  Tao Huang ,  Jian Chen ,  Yingwei Cui ,  Xiaodan Song

IPC: H04N21/2668 ,  H04N21/24 ,  H04N21/258 ,  H04N21/262 ,  H04N21/81 ,  H04N21/482

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for distributing content are disclosed. In one aspect, a method includes storing, in a data structure, data specifying a future live event. An opportunity to provide the specified content to a user at a user device is identified. It is determined that (i) a time of the opportunity is between a start time and an end time for the live event, (ii) that a user device is located in a same geographic region as the live event based on geographical data provided by the user device, and (iii) the user is interested in the live event based on attributes of the user matching attributes of other users that were identified as interested in the live event (e.g., based on evaluation of online search data). The content is provided for display at the user device.

公开(公告)号：US20240303464A1

公开(公告)日：2024-09-12

申请号：US18598876

申请日：2024-03-07

Applicant: Google LLC

Inventor： Nan Du ,  Tao Wang ,  Yanqi Zhou ,  Tao Lei ,  Yuanzhong Xu ,  Andrew Mingbo Dai ,  Zhifeng Chen ,  Dewen Zeng ,  Yingwei Cui

IPC: G06N3/04 ,  G06N3/084

CPC classification number: G06N3/04 ,  G06N3/084

Abstract: A method includes providing a first set of data objects to a first skip router of a neural network (NN). The NN includes a first NN layer and a second NN layer. The first set of data objects is subdivided into a first set of skip objects and a first set of non-skip objects based on a first skip logic implemented by the first skip router and a first context of each data object in the first set of data objects. A first set of processed objects is generated based on the first set of non-skip objects and a first layer logic implemented by the first NN layer. Predictions are generated based on a second set of data objects and a second layer logic implemented by the second NN layer. The second set of data objects includes the first set of processed objects and the first set of skip objects.

公开(公告)号：US20230052230A1

公开(公告)日：2023-02-16

申请号：US17974204

申请日：2022-10-26

Applicant: Google LLC

Inventor： Fong Shen ,  Tao Huang ,  Jian Chen ,  Yingwei Cui ,  Xiaodan Song

IPC: H04N21/2668 ,  H04N21/24 ,  H04N21/258 ,  H04N21/262 ,  H04N21/81 ,  H04N21/482

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for distributing content are disclosed. In one aspect, a method includes storing, in a data structure, data specifying a future live event. An opportunity to provide the specified content to a user at a user device is identified. It is determined that (i) a time of the opportunity is between a start time and an end time for the live event, (ii) that a user device is located in a same geographic region as the live event based on geographical data provided by the user device, and (iii) the user is interested in the live event based on attributes of the user matching attributes of other users that were identified as interested in the live event (e.g., based on evaluation of online search data). The content is provided for display at the user device.

公开(公告)号：US11410756B2

公开(公告)日：2022-08-09

申请号：US15690714

申请日：2017-08-30

Applicant: Google LLC

Inventor： Eyal Oren ,  Yingwei Cui ,  Gerardo Flores ,  Gavin Duggan ,  Kun Zhang ,  Kurt Litsch ,  Patrik Sundberg ,  Yi Zhang

IPC: G16H50/30 ,  G16H50/20 ,  G16H10/60 ,  G06N3/08 ,  G16H15/00 ,  G06N3/04

Abstract: A system for predicting and summarizing medical events from electronic health records includes a computer memory storing aggregated electronic health records from a multitude of patients of diverse age, health conditions, and demographics including medications, laboratory values, diagnoses, vital signs, and medical notes. The aggregated electronic health records are converted into a single standardized data structure format and ordered arrangement per patient, e.g., into a chronological order. A computer (or computer system) executes one or more deep learning models trained on the aggregated health records to predict one or more future clinical events and summarize pertinent past medical events related to the predicted events on an input electronic health record of a patient having the standardized data structure format and ordered into a chronological order. An electronic device configured with a healthcare provider-facing interface displays the predicted one or more future clinical events and the pertinent past medical events of the patient.

公开(公告)号：US20190034544A1

公开(公告)日：2019-01-31

申请号：US16145369

申请日：2018-09-28

Applicant: GOOGLE LLC

Inventor： Bahman Rabii ,  Xiaodan Song ,  Yingwei Cui

IPC: G06F17/30

Abstract: Systems and methods of providing information via a computer network are provided. A data processing system can identify a cluster that includes a plurality of online content items having a semantic or user similarity. The data processing system determines a plurality of cluster placement criteria of the cluster, and receives content configured for display with a web page. The content can be associated with the cluster based on the semantic or user similarity. A cluster placement criterion of the plurality of cluster placement criteria can be selected based on a quality metric of the selected cluster placement criterion, and the selected cluster placement criterion can be provided as a supplemental criterion used to select the content for display with the web page.

公开(公告)号：US20180070120A1

公开(公告)日：2018-03-08

申请号：US15810943

申请日：2017-11-13

Applicant: Google LLC

Inventor： Fong Shen ,  Tao Huang ,  Jian Chen ,  Yingwei Cui ,  Xiaodan Song

IPC: H04N21/2668 ,  H04N21/24 ,  H04N21/258 ,  H04N21/262 ,  H04N21/81 ,  H04N21/482

CPC classification number: H04N21/2668 ,  H04N21/24 ,  H04N21/25841 ,  H04N21/25891 ,  H04N21/26241 ,  H04N21/4828 ,  H04N21/812

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for distributing content are disclosed. In one aspect, a method includes storing, in a data structure, data specifying a future live event. An opportunity to provide the specified content to a user at a user device is identified. It is determined that (i) a time of the opportunity is between a start time and an end time for the live event, (ii) that a user device is located in a same geographic region as the live event based on geographical data provided by the user device, and (iii) the user is interested in the live event based on attributes of the user matching attributes of other users that were identified as interested in the live event (e.g., based on evaluation of online search data). The content is provided for display at the user device.

公开(公告)号：US11989755B1

公开(公告)日：2024-05-21

申请号：US17816561

申请日：2022-08-01

Applicant: Google LLC

Inventor： Gaofeng Zhao ,  Yingwei Cui ,  Hui Tan ,  Bahman Rabii ,  Wei Chai

IPC: G06Q30/0241 ,  G06F40/14 ,  G06Q30/0242

CPC classification number: G06Q30/0249 ,  G06F40/14 ,  G06Q30/0242

Abstract: Systems and methods of evaluating information in a computer network environment are provided. A data processing system can obtain or receive a content placement criterion, such as a keyword, associated with a content item and can determine a quality metric of the content placement criterion. The data processing system can identify a candidate content placement criterion and expand placement criteria associated with the content item to include the content placement criterion and the candidate content placement criterion based at least in part on an evaluation of the quality metric of the content placement criterion. The data processing system can expand placement criteria based in part on a throttling parameter. The data processing system can identify a correlation between a document and the placement criteria to identify appropriate content items for the document.

公开(公告)号：US20240112027A1

公开(公告)日：2024-04-04

申请号：US18477546

申请日：2023-09-28

Applicant: Google LLC

Inventor： Yanqi Zhou ,  Yanping Huang ,  Yifeng Lu ,  Andrew M. Dai ,  Siamak Shakeri ,  Zhifeng Chen ,  James Laudon ,  Quoc V. Le ,  Da Huang ,  Nan Du ,  David Richard So ,  Daiyi Peng ,  Yingwei Cui ,  Jeffrey Adgate Dean ,  Chang Lan

IPC: G06N3/08

CPC classification number: G06N3/08

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for performing neural architecture search for machine learning models. In one aspect, a method comprises receiving training data for a machine learning, generating a plurality of candidate neural networks for performing the machine learning task, wherein each candidate neural network comprises a plurality of instances of a layer block composed of a plurality of layers, for each candidate neural network, selecting a respective type for each of the plurality of layers from a set of layer types that comprises, training the candidate neural network and evaluating performance scores for the trained candidate neural networks as applied to the machine learning task, and determining a final neural network for performing the machine learning task based at least on the performance scores for the candidate neural networks.

公开(公告)号：US11036813B2

公开(公告)日：2021-06-15

申请号：US16145369

申请日：2018-09-28

Applicant: GOOGLE LLC

Inventor： Bahman Rabii ,  Xiaodan Song ,  Yingwei Cui

IPC: G06F16/00 ,  G06F16/9535 ,  G06F16/9032 ,  G06F16/9038

Abstract: Systems and methods of providing information via a computer network are provided. A data processing system can identify a cluster that includes a plurality of online content items having a semantic or user similarity. The data processing system determines a plurality of cluster placement criteria of the cluster, and receives content configured for display with a web page. The content can be associated with the cluster based on the semantic or user similarity. A cluster placement criterion of the plurality of cluster placement criteria can be selected based on a quality metric of the selected cluster placement criterion, and the selected cluster placement criterion can be provided as a supplemental criterion used to select the content for display with the web page.